The ups and downs of 0-days

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Executive summary

Forty-one in-the-wild 0-days were detected and disclosed in 2022, the second-most ever recorded since we began tracking in mid-2014, but down from the 69 detected in 2021. Although a 40% drop might seem like a clear-cut win for improving security, the reality is more complicated. Some of our key takeaways from 2022 include:

N-days function like 0-days on Android due to long patching times. Across the Android ecosystem there were multiple cases where patches were not available to users for a significant time. Attackers didn’t need 0-day exploits and instead were able to use n-days that functioned as 0-days.

0-click exploits and new browser mitigations drive down browser 0-days. Many attackers have been moving towards 0-click rather than 1-click exploits. 0-clicks usually target components other than the browser. In addition, all major browsers also implemented new defenses that make exploiting a vulnerability more difficult and could have influenced attackers moving to other attack surfaces.

Over 40% of the 0-days discovered were variants of previously reported vulnerabilities. Seventeen out of the 41 in-the-wild 0-days from 2022 are variants of previously reported vulnerabilities. This continues the unpleasant trend that we’ve discussed previously in both the 2020 Year in Review report and the mid-way through 2022 report. More than 20% are variants of previous in-the-wild 0-days from 2021 and 2020.

Bug collisions are high. 2022 brought more frequent reports of attackers using the same vulnerabilities as each other, as well as security researchers reporting vulnerabilities that were later discovered to be used by attackers. When an in-the-wild 0-day targeting a popular consumer platform is found and fixed, it’s increasingly likely to be breaking another attacker’s exploit as well.

Based on our analysis of 2022 0-days we hope to see the continued focus in the following areas across the industry:

  1. More comprehensive and timely patching to address the use of variants and n-days as 0-days.
  2. More platforms following browsers’ lead in releasing broader mitigations to make whole classes of vulnerabilities less exploitable.
  3. Continued growth of transparency and collaboration between vendors and security defenders to share technical details and work together to detect exploit chains that cross multiple products.

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